Triple
T19918273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moxyland |
E478720
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Lerato
Lerato is a central protagonist in Lauren Beukes' cyberpunk novel "Moxyland," depicted as an ambitious corporate programmer navigating a dystopian, high-tech Cape Town.
|
E1402106
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lerato | Statement: [Moxyland, mainCharacter, Lerato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lerato Context triple: [Moxyland, mainCharacter, Lerato]
-
A.
Nontsikelelo
Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
-
B.
Zanele
Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
-
C.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
D.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
E.
Thembekile
Thembekile is a given name notably borne by Thembekile Mandela, one of Nelson Mandela’s sons.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lerato Triple: [Moxyland, mainCharacter, Lerato]
Generated description
Lerato is a central protagonist in Lauren Beukes' cyberpunk novel "Moxyland," depicted as an ambitious corporate programmer navigating a dystopian, high-tech Cape Town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lerato Target entity description: Lerato is a central protagonist in Lauren Beukes' cyberpunk novel "Moxyland," depicted as an ambitious corporate programmer navigating a dystopian, high-tech Cape Town.
-
A.
Nontsikelelo
Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
-
B.
Zanele
Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
-
C.
Zandile
Zandile is a given name notably borne by Amala Ratna Zandile Dlamini, the South African–American rapper and singer known professionally as Doja Cat.
-
D.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
E.
Thembekile
Thembekile is a given name notably borne by Thembekile Mandela, one of Nelson Mandela’s sons.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8e521855c8190b41871700afc8d6a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e659c3d990819089386d9f30323e8c |
completed | April 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea52592481909419476f335b6046 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07f2c7dec48190a698509098479a56 |
completed | May 16, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f376f5388190989a0460528945df |
completed | May 16, 2026, 4:32 a.m. |
Created at: April 10, 2026, 1:53 p.m.